They'll all stay up, and while they aren't necessarily the most colourful - see my guide to the best cycling socks for that - when you're already wearing a set of the best winter bib tights then ...
Thick or doubled up socks can cause the shoe to become too tight, cutting off blood supply - instead, go for a good quality pair of cycling specific winter socks before you go investing in the best ...